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System performance and the results of the initial trials are discussed in this paper. The acquisition of three-dimensional (3D) shapes of objects using a single image capture has seen a surge in demand in diverse sectors, notably medical imaging, robotic manipulation, virtual reality applications, and production-line inspections. A robust 3D shape reconstruction method is presented in this paper, incorporating a structured-light technique and a deep learning-based artif